Use Case
Stop doing repetitive data & analytics tasks manually. nutcracker lets your AI agent handle them automatically through natural conversation. Embedded UX research skill that passively observes interactions, administers post-task and end-of-day surveys, captures verbatim quotes, detects friction and... This guide shows practical examples of using nutcracker to automate common data & analytics workflows and save hours every week.
Install nutcracker: npx clawhub@latest --dir ~/.claude/skills install observer
Identify the repetitive data & analytics tasks you want to automate
Describe the task to your AI in plain English
nutcracker will execute the task and return results directly in the chat
Chain multiple tasks: ask your AI to run a sequence of operations
Copy these prompts and use them with your AI agent after installing nutcracker
Automate my data & analytics tasks using nutcracker
What repetitive tasks can nutcracker handle for me?
Set up a workflow that runs nutcracker every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install observerOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install observerβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/observer/π‘Extract and place the folder at the path above, then restart your agent.